ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection

9 April 2019

Xin Wang

Kong Aik Lee

Papers citing "ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection"

42 / 92 papers shown

Title
Explainable deepfake and spoofing detection: an attack analysis using SHapley Additive exPlanations W. Ge Massimiliano Todisco Nicholas W. D. Evans AAML 29 8 0 28 Feb 2022
Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation Hemlata Tak Massimiliano Todisco Xin Wang Jee-weon Jung Junichi Yamagishi Nicholas W. D. Evans 34 152 0 24 Feb 2022
ADD 2022: the First Audio Deep Synthesis Detection Challenge Jiangyan Yi Ruibo Fu J. Tao Shuai Nie Haoxin Ma ... Le Xu Zhengqi Wen Haizhou Li Zheng Lian Bin Liu 14 175 0 17 Feb 2022
Partially Fake Audio Detection by Self-attention-based Fake Span Discovery Haibin Wu Heng-Cheng Kuo Naijun Zheng Kuo-Hsuan Hung Hung-yi Lee Yu Tsao Hsin-Min Wang Helen Meng 35 36 0 14 Feb 2022
SASV Challenge 2022: A Spoofing Aware Speaker Verification Challenge Evaluation Plan Jee-weon Jung Hemlata Tak Hye-jin Shim Hee-Soo Heo Bong-Jin Lee Soo-Whan Chung Hong-Goo Kang Ha-Jin Yu Nicholas W. D. Evans Tomi Kinnunen 50 31 0 25 Jan 2022
Trusted Media Challenge Dataset and User Study Weiling Chen Sheng Lun Benjamin Chua Stefan Winkler See-Kiong Ng 27 8 0 13 Jan 2022
Investigating self-supervised front ends for speech spoofing countermeasures Xin Wang Junichi Yamagishi AAML 19 123 0 15 Nov 2021
WaveFake: A Data Set to Facilitate Audio Deepfake Detection Joel Frank Lea Schonherr DiffM 129 123 0 04 Nov 2021
EfficientWord-Net: An Open Source Hotword Detection Engine based on One-shot Learning R. Chidhambararajan Aman Rangaur S. C. Sethuraman 14 4 0 31 Oct 2021
Universal Paralinguistic Speech Representations Using Self-Supervised Conformers Joel Shor A. Jansen Wei Han Daniel S. Park Yu Zhang SSL AI4TS 43 54 0 09 Oct 2021
AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks Jee-weon Jung Hee-Soo Heo Hemlata Tak Hye-jin Shim Joon Son Chung Bong-Jin Lee Ha-Jin Yu Nicholas W. D. Evans 153 283 0 04 Oct 2021
DDS: A new device-degraded speech dataset for speech enhancement Haoyu Li Junichi Yamagishi 30 7 0 16 Sep 2021
Evaluation of an Audio-Video Multimodal Deepfake Dataset using Unimodal and Multimodal Detectors Hasam Khalid Minhan Kim Shahroz Tariq Simon S. Woo 23 82 0 07 Sep 2021
Complementing Handcrafted Features with Raw Waveform Using a Light-weight Auxiliary Model Zhongwei Teng Quchen Fu Jules White Maria E. Powell Douglas C. Schmidt 28 5 0 06 Sep 2021
Scalable Data Annotation Pipeline for High-Quality Large Speech Datasets Development Mingkuan Liu Chi Zhang Hua Xing C. Feng Mon-Chu Chen Judith Bishop Grace Ngapo 30 3 0 01 Sep 2021
Benchmarking and challenges in security and privacy for voice biometrics J. Bonastre Héctor Delgado Nicholas W. D. Evans Tomi Kinnunen Kong Aik Lee ... Massimiliano Todisco N. Tomashenko Emmanuel Vincent Xin Wang Junichi Yamagishi 31 8 0 01 Sep 2021
End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection Hemlata Tak Jee-weon Jung J. Patino Madhu R. Kamble Massimiliano Todisco Nicholas W. D. Evans 38 160 0 27 Jul 2021
UR Channel-Robust Synthetic Speech Detection System for ASVspoof 2021 Xinhui Chen You Zhang Ge Zhu Z. Duan 32 49 0 26 Jul 2021
Channel-wise Gated Res2Net: Towards Robust Detection of Synthetic Speech Attacks Xu Li Xixin Wu Hui Lu Xunying Liu Helen Meng 32 57 0 19 Jul 2021
Translatotron 2: High-quality direct speech-to-speech translation with voice preservation Ye Jia Michelle Tadmor Ramanovich Tal Remez Roi Pomerantz 26 67 0 19 Jul 2021
Adversarial Sample Detection for Speaker Verification by Neural Vocoders Haibin Wu Po-Chun Hsu Ji Gao Shanshan Zhang Shen Huang Jian Kang Zhiyong Wu Helen Meng Hung-yi Lee AAML 25 20 0 01 Jul 2021
Voting for the right answer: Adversarial defense for speaker verification Haibin Wu Yang Zhang Zhiyong Wu Dong Wang Hung-yi Lee AAML 30 25 0 15 Jun 2021
Generalized Spoofing Detection Inspired from Audio Generation Artifacts Yang Gao Tyler Vuong Mahsa Elyasi Gaurav Bharaj Rita Singh 23 20 0 08 Apr 2021
An Empirical Study on Channel Effects for Synthetic Voice Spoofing Countermeasure Systems You Zhang Ge Zhu Fei Jiang Z. Duan 37 29 0 03 Apr 2021
One-class Learning Towards Synthetic Voice Spoofing Detection You Zhang Fei Jiang Z. Duan 32 211 0 27 Oct 2020
A Cross-Verification Approach for Protecting World Leaders from Fake and Tampered Audio Mengyi Shan T. Tsai 16 8 0 23 Oct 2020
Dataset artefacts in anti-spoofing systems: a case study on the ASVspoof 2017 benchmark Bhusan Chettri Emmanouil Benetos Bob L. T. Sturm 34 27 0 15 Oct 2020
When Automatic Voice Disguise Meets Automatic Speaker Verification Linlin Zheng Jiakang Li Meng Sun Xiongwei Zhang T. Zheng 29 17 0 15 Sep 2020
An Overview of Voice Conversion and its Challenges: From Statistical Modeling to Deep Learning Berrak Sisman Junichi Yamagishi Simon King Haizhou Li BDL 41 318 0 09 Aug 2020
SoK: The Faults in our ASRs: An Overview of Attacks against Automatic Speech Recognition and Speaker Identification Systems H. Abdullah Kevin Warren Vincent Bindschaedler Nicolas Papernot Patrick Traynor AAML 29 128 0 13 Jul 2020
Neural voice cloning with a few low-quality samples Sunghee Jung Hoi-Rim Kim 33 2 0 12 Jun 2020
Integrated Replay Spoofing-aware Text-independent Speaker Verification Hye-jin Shim Jee-weon Jung Ju-ho Kim Seung-bin Kim Ha-Jin Yu 16 20 0 10 Jun 2020
DeepSonar: Towards Effective and Robust Detection of AI-Synthesized Fake Voices Run Wang Felix Juefei Xu Yihao Huang Qing Guo Xiaofei Xie Lei Ma Yang Liu AAML 25 105 0 28 May 2020
The Attacker's Perspective on Automatic Speaker Verification: An Overview Rohan Kumar Das Xiaohai Tian Tomi Kinnunen Haizhou Li AAML 20 81 0 19 Apr 2020
An explainability study of the constant Q cepstral coefficient spoofing countermeasure for automatic speaker verification Hemlata Tak J. Patino A. Nautsch Nicholas W. D. Evans Massimiliano Todisco 11 46 0 14 Apr 2020
Defense against adversarial attacks on spoofing countermeasures of ASV Haibin Wu Songxiang Liu Helen Meng Hung-yi Lee AAML 98 52 0 06 Mar 2020
A study on the role of subsidiary information in replay attack spoofing detection Jee-weon Jung Hye-jin Shim Hee-Soo Heo Ha-Jin Yu 24 3 0 31 Jan 2020
Self-supervised pre-training with acoustic configurations for replay spoofing detection Hye-jin Shim Hee-Soo Heo Jee-weon Jung Ha-Jin Yu 33 6 0 22 Oct 2019
Adversarial Attacks on Spoofing Countermeasures of automatic speaker verification Songxiang Liu Haibin Wu Hung-yi Lee Helen Meng AAML 36 65 0 19 Oct 2019
Deep Learning for Deepfakes Creation and Detection: A Survey Thanh Thi Nguyen Quoc Viet Hung Nguyen Dung Nguyen D. Nguyen Thien Huynh-The S. Nahavandi Thanh Tam Nguyen Viet Quoc Pham Cu Nguyen 31 433 0 25 Sep 2019
Speaker Recognition with Random Digit Strings Using Uncertainty Normalized HMM-based i-vectors N. Maghsoodi Hossein Sameti Hossein Zeinali Themos Stafylakis 14 13 0 13 Jul 2019
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis Ye Jia Yu Zhang Ron J. Weiss Quan Wang Jonathan Shen ... Z. Chen Patrick Nguyen Ruoming Pang Ignacio López Moreno Yonghui Wu 207 820 0 12 Jun 2018